Pin-Yu Chen @pinyuchenTW
Principal research scientist@IBM Research & Chief Scientist@RPI-IBM AI Research Collaboration & PI@MIT-IBM AI Lab. IJCAI Computers & Thought Award Winner. pinyuchen.com New York, USA Joined April 2018-
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Excited to share that we are organizing this workshop @icmlconf on the very timely topic of LLMs and Cognition "LLMCog" llm-cognition.github.io. We have a stellar lineup of speakers and the call for submission is now open until May 22.
Excited to share that we are organizing this workshop @icmlconf on the very timely topic of LLMs and Cognition "LLMCog" llm-cognition.github.io. We have a stellar lineup of speakers and the call for submission is now open until May 22.
Another interesting finding about many-shot ICL is its ability to change the model's learned biases, which is reminiscent of @pinyuchenTW's work on model reprogramming. 4/n bdtechtalks.com/2020/07/20/bla…
A snapshot of my Aug. 2023 @IJCAIconf soon becomes reality. Some thoughts: 1. Beyond statistical detection methods, can deep learning based AI-text detection models identify these reviews? x.com/pinyuchentw/st… 2. Rules aside, how do these reviews compare to human reviews?
A snapshot of my Aug. 2023 @IJCAIconf soon becomes reality. Some thoughts: 1. Beyond statistical detection methods, can deep learning based AI-text detection models identify these reviews? x.com/pinyuchentw/st… 2. Rules aside, how do these reviews compare to human reviews? https://t.co/SuimVrpWm7
Glad to see new #LLM models being dropped. Just a community service for @NeurIPSConf and others: get prepared to include #Llama3 in your paper, otherwise reviewers will ask “can you show results with #Llama3” and start with borderline reject ratings. Same for #GPT5 in rebuttal
Glad to see new #LLM models being dropped. Just a community service for @NeurIPSConf and others: get prepared to include #Llama3 in your paper, otherwise reviewers will ask “can you show results with #Llama3” and start with borderline reject ratings. Same for #GPT5 in rebuttal https://t.co/mmwRAayPRW
Wow we just got the beautiful trophies from @ieeeICASSP for our tutorial on Parameter-Efficient and Prompt Learning for Speech and Language Foundation Models! Kudos to @huckiyang @HungyiLee2 @KaiWeiChang5 @dcml0714 We made a great team!
I owe a shout-out to Elvin Lo (now @Harvard), an independent & incredible high-school AI researcher who published at AI for Science workshop @NeurIPSConf'22 and @digital_rsc on advancing AI-driven molecule optimization. If we do it right, we can find more diamonds in the rough!
I owe a shout-out to Elvin Lo (now @Harvard), an independent & incredible high-school AI researcher who published at AI for Science workshop @NeurIPSConf'22 and @digital_rsc on advancing AI-driven molecule optimization. If we do it right, we can find more diamonds in the rough! https://t.co/bVG731khII
Many of our work on AI red-teaming and safeguarding for large language models #LLMs and text-to-image diffusion models #GenAI are highlighted in this @IBMResearch article😊 @krvarshney said, “The models keep changing, and the world keeps changing. Red teaming is never done.”
Many of our work on AI red-teaming and safeguarding for large language models #LLMs and text-to-image diffusion models #GenAI are highlighted in this @IBMResearch article😊 @krvarshney said, “The models keep changing, and the world keeps changing. Red teaming is never done.”
When fine-tuning vision-language models like CLIP, if you care about the overall model performance, including OOD robustness (domain generalization and detection) + in-domain accuracy, make sure to try Model Reprogramming! Papers: arxiv.org/abs/2403.10800 arxiv.org/abs/2202.10629
When fine-tuning vision-language models like CLIP, if you care about the overall model performance, including OOD robustness (domain generalization and detection) + in-domain accuracy, make sure to try Model Reprogramming! Papers: arxiv.org/abs/2403.10800 arxiv.org/abs/2202.10629 https://t.co/G0yhUcgY7f
Excited to share Speech Trident survey🔱 Check it out on GitHub github.com/ga642381/speec… I will be giving a talk as part of the @ieeeICASSP 2024 tutorial with Dr. Huck Yang @huckiyang, Dr. Pin-Yu Chen @pinyuchenTW, Prof. Hung-yi Lee @HungyiLee2, and Cheng-Han Chiang @dcml0714.
Happy to announce our first keynote: Exploring Safety Risks in LLMs and Generative AI by Dr. @pinyuchenTW at the #TrustAI Workshop #ijcai2024 More deets ➡️ trustaiijcai.github.io/trustai-ijcai2…
Happy to announce our first keynote: Exploring Safety Risks in LLMs and Generative AI by Dr. @pinyuchenTW at the #TrustAI Workshop #ijcai2024 More deets ➡️ trustaiijcai.github.io/trustai-ijcai2…
#IJCAIawards📣Nominate for the IJCAI-24 Computers and Thought Award (Deadline: 15 April)➡️ ijcai.org/awards Watch the video of last year's winner's keynote Pin-Yu Chen @pinyuchenTW @IBMResearch 🎬 here ➡️ ijcai-23.org/video/?vid=390… #OpenAccess #IJCAI2024
#IJCAIawards📣Nominate for the IJCAI-24 Computers and Thought Award (Deadline: 15 April)➡️ ijcai.org/awards Watch the video of last year's winner's keynote Pin-Yu Chen @pinyuchenTW @IBMResearch 🎬 here ➡️ ijcai-23.org/video/?vid=390… #OpenAccess #IJCAI2024
📣 CFP TrustAI Workshop #IJCAI2024 📣 submit a short paper at our workshop co-organized w/ @AishaAlaagib @johnwamburu @smhall97 @PhonesDrones @eddy_mac_3 & F. Brostean. Are you working on audit techniques🔍? Privacy 🔐? participatory AI? ➡️trustaiijcai.github.io/trustai-ijcai2… @IJCAIconf
I just became an IBM Fellow. This is the highest technical position in the company, and was able to do it by sticking to my values. Read more: ibm.com/ibm/ideasfromi… linkedin.com/pulse/ive-been…
Happy to share the release of the book "Federated Learning: Theory and Practice" that I co-edited with @LamMNguyen3 @nghiaht87, covering fundamentals, emerging topics, and applications. Kudos to the amazing contributors to make this book happen! @ElsevierNews @sciencedirect
The encoding of classical data into a quantum computer is one of the main challenges for quantum neural networks. In the first approach (@yenchichen1989 ,@pinyuchenTW (@IBMResearch)), the high-dimensional data is first preprocessed by a tensor network. arxiv.org/abs/2402.15333
Jia-Bin Huang @jbhuang0604
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Kush Varshney कु�.. @krvarshney
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Robonomous @realpolity101
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Joseph T Colonel @josephtcolonel
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Robert McHardy @robert_mchardy
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Lilly-anne Outhier @AnneOuthie86483
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Huang-Cheng Chou @huangcheng_chou
14 Followers 286 Following | Education: PhD @NTsingHuaU | Lab: @BiicLab | Alum: @alexa99 @Amazon @joolaglobal @ut_dallas Curiosity is the wick in the candle of learning.
Dong Zhang @dongzha35524835
86 Followers 262 Following Speech Language Models | MS Student at FudanNLP Lab @FudanUniv | Looking for Ph.D. in 2025 fall
Nirupama Ratna (looki.. @ratna_kandala
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Shufan Zhang @sz_waterloo
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Clément Canonne @ccanonne_
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NeurIPS Conference @NeurIPSConf
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Dimitris Papailiopoul.. @DimitrisPapail
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Prof. Anima Anandkuma.. @AnimaAnandkumar
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Kush Varshney कु�.. @krvarshney
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Justin Kay @__justinkay
1K Followers 3K Following PhD student @MIT_CSAIL. Research on computer vision, machine learning, ecology and climate. @NSF Fellow. Co-founder https://t.co/1LGXaedxEK. Previously @Caltech @Berkeley_EECS.Proud advisor moment: congratulations to Alex Levine on receiving the Charles A. Caramello Distinguished Dissertation Award 🎉
👏Congrats to Alexander Levine on receiving the Charles A. Caramello Distinguished Dissertation Award. Levine was recognized for his 2023 dissertation, which introduces innovative methods for ensuring the robustness of machine learning models. Read more: go.umd.edu/Levine
I am looking for a Ph.D. Level research intern specifically in “multilingual machine translation, tokenization, and speculative decoding” at @NVIDIAAI Research in person at Taipei, or remote from Japan, Singapore, Korea - related NLP experience (i.e., ICLR, ICML, EMNLP, ACL) are…
📢🪘 Trustworthy AI Workshop at #IJCAI2024 Keynote Announcement: Pin-Yu Chen (@pinyuchenTW) Call for papers close tomorrow: trustaiijcai.github.io/trustai-ijcai2…
Super excited to share that I successfully defended my PhD thesis "Understanding Generalization and Robustness in Modern Deep Learning" today 👨🎓 A huge thanks to the thesis examiners @SebastienBubeck, @zicokolter, and @KrzakalaF, jury president Rachid Guerraoui, and, of course,…
Thrilled to announce that I've joined Google as a Research Scientist! I'm excited to dive into LLM research and contribute to cutting-edge developments in the field. Looking forward to this new chapter! 🚀 #NewJob #ResearchScientist #Google
@pinyuchenTW @ieeeICASSP @huckiyang @HungyiLee2 @KaiWeiChang5 @dcml0714 Congrats! 🎉
@pinyuchenTW @ieeeICASSP @huckiyang @HungyiLee2 @KaiWeiChang5 @dcml0714 Congratulations @pinyuchenTW!
@pinyuchenTW @ieeeICASSP @huckiyang @HungyiLee2 @KaiWeiChang5 @dcml0714 Congrats Pin-Yu
@pinyuchenTW @ieeeICASSP @huckiyang @HungyiLee2 @KaiWeiChang5 @dcml0714 Congratulations, sir! @pinyuchenTW 🤝 Parameter Efficiency!😁
Thanks @huckiyang and @pinyuchenTW for hosting the amazing tutorial! It's my pleasure to present with you 🎉🎉🎉
Wow we just got the beautiful trophies from @ieeeICASSP for our tutorial on Parameter-Efficient and Prompt Learning for Speech and Language Foundation Models! Kudos to @huckiyang @HungyiLee2 @KaiWeiChang5 @dcml0714 We made a great team!
The 2nd edition of @satml_conf is a wrap! It was an absolute honour to co-chair the conference with @carmelatroncoso ! We are very excited to announce the co-chairs for the 3rd edition in 2025: @jhasomesh and @mlsec Follow @satml_conf for updates about the conference!
Huge thanks to @OpenAI for the superalignment fast grants! Can't put into words how happy I am. Looking forward to diving into a seriously exciting project!
What is red teaming for generative AI? Find out in this new @IBMResearch blog post. research.ibm.com/blog/what-is-r…
The next session is on collaborative learning. @ChulinXie presents on communication-effective methods for vertical federated learning
IBM has appointed Indian American researcher Kush Varshney as a 2024 IBM fellow, the company's most prestigious technical distinction. Click to know more about Kush Varshney newindiaabroad.com/news/kush-vars… @krvarshney @IBMResearch #Research #AI #Diaspora #IndianAmerican #IBM #Tech…
I am organizing an AI Safety Colloquium at KAIST. Some of the seminars will be held offline at the KAIST Seoul Campus. If anyone is interested in the colloquium, feel free to join us! . . kim-minseon.github.io/colloquium.html
Mango shaved ice!
Taiwan fruits are the best. They are one of the main reasons we love Taiwan and have decided to stay in Taiwan for the long term. Check out our Taiwan fruit guide here: foreignersintaiwan.com/blog-370963385… Check out our Taiwan food guide here: foreignersintaiwan.com/blog-370963385…
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